_{🎉 Thanks for visiting — scroll on, there's a lot going on below 🎉}

🧑‍💻 About Me role: Final-Year B.Tech IT Student university: Parul Institute of Engineering & Technology, Parul University enrollment: 2403031087123 roll_no: 35 location: Jammu, India 🇮🇳 focus: GenAI/LLM Engineering · Full-Stack MERN · Classical ML/CV stack: LangChain · LangGraph · RAG · Multi-Agent Orchestration vLLM · LiteLLM · FAISS · ChromaDB · React · Node · MongoDB status: Open to internships & entry-level roles I design LLM systems that behave like software, not demos — explicit multi-agent state machines, RAG pipelines, and retrieval infrastructure — and pair that with full-stack MERN builds shipping real-time features and clean architecture. I care about production-styled, portfolio-ready work over toy examples. 🔭 Currently hardening Conductor, a LangGraph multi-agent orchestration system 🌱 Sharpening LangGraph and system design fundamentals 🛠️ Also mid-build on a Netflix-clone frontend (React/Vite/Tailwind + TMDB) 💬 Ask me about RAG architecture, agent state machines, or MERN system design 📌 Maintaining a professional developer brand across GitHub & LeetCode

_{Note: the WakaTime card above only renders once WakaTime is connected to this GitHub account — remove it if you don't use WakaTime, see setup notes at the bottom.}

🛠️ Tech Stack 🔥

GenAI / LLM Engineering

Full-Stack Development

Core Languages, ML & CV

Tooling & Platforms

_{Skill icons above pulse/animate on hover via skillicons.dev's built-in rendering — no extra config needed.}

⚡ Proficiency Snapshot

LangGraph / Multi-Agent

RAG / Vector Retrieval

React / Node / MongoDB

Python / TensorFlow / OpenCV

_{🔥 These bars are self-rated, not auto-measured — adjust the numbers whenever your comfort level shifts.}

🚀 Featured Projects 🎉

_{Completed, portfolio-ready builds}

Four agents — Planner, Researcher, Executor, Critic — run as an explicit LangGraph state machine over documents and live tools, rather than a loose prompt-chaining pipeline. The goal is a multi-agent system that behaves predictably like software: typed state transitions, inspectable execution, and graceful fallback instead of silent hallucination.

Highlights

• Explicit state-machine graph (not implicit agent chatter) for traceable execution
• Grounded document retrieval feeding the Researcher agent
• LiteLLM-backed model routing for provider fallback resilience
• PostgreSQL persistence via Alembic-managed migrations

→ View Repo

Real-time speech recognition wired to LLM integration for hands-free system automation, reminders, and live info lookup. Built as a React/Vite frontend backed by a Node.js/Express/Socket.io server for live event streaming between voice input and assistant response.

Highlights

• Continuous speech-to-intent pipeline with low-latency response streaming
• Deployed with a split strategy — frontend on Netlify, backend on Railway
• Designed as a primary showcase project for full-stack + AI integration skill

→ View Repo

Ingests industrial PDFs, P&IDs, scanned forms, and logs into a unified, natural-language-queryable knowledge graph — built to turn messy, heterogeneous industrial documentation into something an LLM can actually reason over.

Highlights

• Multi-format ingestion pipeline (scanned + digital documents)
• Vector retrieval layer over a structured knowledge graph
• Natural-language query interface over industrial data

→ View Repo

A complete MERN hostel management system built from scratch, with role-based dashboards for Admin, Warden, and Student, and Socket.io live updates across the app.

Highlights

• Six modules: Room Allocation, Fee Management, Complaints, Notices, Visitor Logs, User Management
• JWT authentication with role-based access control
• React/Vite/Tailwind frontend, Node.js/Express/MongoDB/Socket.io backend

→ View Repo

Classifies MRI scans as tumor-positive or normal via a CNN pipeline with curated train/validation splits — classical CV/ML work alongside the GenAI-heavy projects.

→ View Repo

A wide range of MERN apps demonstrating REST API design and modern JavaScript across many use cases — the breadth counterpart to the two flagship deep-dive projects above.

→ View Repo

🚧 Currently Building

_{Transparent, in-progress work}

🎬 Netflix Clone (Frontend) — React · Vite · Tailwind · TMDB API Full frontend scaffold in place; actively building out the MovieCard, the full ContentRow carousel, and TitleModal components, plus wiring in real Firebase Auth to replace the placeholder auth flow.

🧭 Conductor Hardening — LangGraph · LiteLLM · PostgreSQL Taking Conductor from "working" to "production-styled": end-to-end verification of the four-agent flow, live LiteLLM fallback wiring, and running Alembic migrations against a live PostgreSQL instance rather than local dev.

📊 GitHub Analytics

_{⚙️ Animated snake activates once the daily GitHub Action is added — see setup note at the bottom.}

_{Second activity graph, different theme/palette — remove this one if a single graph feels like enough motion on the page.}

🏆 Trophies 🎉

🎊 Milestones & Achievements

🏗️ Shipped 6 portfolio-ready repos, spanning GenAI orchestration, RAG, MERN, and classical CV 🧭 Conductor — went from prototype to an explicit 4-agent LangGraph state machine 🎤 Nexus AI Assistant — real-time voice pipeline deployed across two hosts (Netlify + Railway) 📚 KnowledgeBrainAPI — unified ingestion for scanned + digital industrial documents 🔥 12+ MERN builds in the general portfolio, on top of the two flagship deep-dives 🎯 Currently pushing Conductor and the Netflix clone toward production polish

_{🎉 This list is manually maintained — add a line here whenever you ship something worth bragging about.}

💻 Coding Activity

🧩 Focus & Roadmap

💭 Random Quote of the Visit

_{Refreshes with a new quote on every profile view/reload — see setup note if it doesn't render.}

🎧 Now Playing

_{Requires a small free deployment of novatorem linked to your Spotify account — see setup note at the bottom. Delete this section if you'd rather not run that.}

🌍 Visitors From Around the World

_{🔥 The old second counter here (profile-counter.glitch.me) is removed — Glitch shut down all project hosting in July 2025, so that widget no longer resolves.}

📫 Let's Connect 🎉